Pseudo contrastive labeling for predicting IVF embryo developmental potential

In vitro fertilization is typically associated with high failure rates per transfer, leading to an acute need for the identification of embryos with high developmental potential. Current methods are tailored to specific times after fertilization, often require expert inspection, and have low predictive power. Automatic methods are challenged by ambiguous labels, clinical heterogeneity, and the inability to utilize multiple developmental points. In this work, we propose a novel method that trains a classifier conditioned on the time since fertilization. This classifier is then integrated over time and its output is used to assign soft labels to pairs of samples. The classifier obtained by training on these soft labels presents a significant improvement in accuracy, even as early as 30 h post-fertilization. By integrating the classification scores, the predictive power is further improved. Our results are superior to previously reported methods, including the commercial KIDScore-D3 system, and a group of eight senior professionals, in classifying multiple groups of favorable embryos into groups defined as less favorable based on implantation outcomes, expert decisions based on developmental trajectories, and/or genetic tests.

Optimization and small-amplitude analysis of Purcell's three-link microswimmer model

This work studies the motion of Purcell's three-link microswimmer in viscous flow, by using perturbation expansion of its dynamics under small-amplitude strokes. Explicit leading-order expressions and next-order correction terms for the displacement of the swimmer are obtained for the cases of a square or circular gait in the plane of joint angles. The correction terms demonstrate the reversal in movement direction for large stroke amplitudes, which has previously only been shown numerically. In addition, asymptotic expressions for Lighthill's energetic efficiency are obtained for both gaits. These approximations enable calculating optimal stroke amplitudes and swimmer's geometry (i.e. ratio of links' lengths) for maximizing either net displacement or Lighthill's efficiency.

Biopsy-induced inflammatory conditions improve endometrial receptivity: the mechanism of action

A decade ago, we first reported that endometrial biopsy significantly improves the success of pregnancy in IVF patients with recurrent implantation failure, an observation that was later confirmed by others. Recently, we have demonstrated that this treatment elevated the levels of endometrial pro-inflammatory cytokines and increased the abundance of macrophages (Mac) and dendritic cells (DCs). We therefore hypothesised that the biopsy-related successful pregnancy is secondary to an inflammatory response, and aimed at deciphering its mechanism of action. Supporting our hypothesis, we found that the pro-inflammatory TNFα stimulated primary endometrial stromal cells to express cytokines that attracted monocytes and induced their differentiation into DCs. These monocyte-derived DCs stimulated endometrial epithelial cells to express the adhesive molecule SPP1 (osteopontin (OPN)) and its receptors ITGB3 and CD44, whereas MUC16, which interferes with adhesion, was downregulated. Other implantation-associated genes, such as CHST2, CCL4 (MIP1B) and GROA, were upregulated by monocyte-derived Mac. These findings suggest that uterine receptivity is mediated by the expression of molecules associated with inflammation. Such an inflammatory milieu is not generated in some IVF patients with recurrent implantation failure in the absence of local injury provoked by the biopsy treatment.

Dynamics of Purcell's three-link microswimmer with a passive elastic tail

One of the few possible mechanisms for self-propulsion at low Reynolds number is undulations of a passive elastic tail, as proposed in the classical work of Purcell (1977). This effect is studied here by investigating a variant of Purcell's three-link swimmer model where the front joint angle is periodically actuated while the rear joint is driven by a passive torsional spring. The dynamic equations of motion are formulated and explicit expressions for the leading-order solution are derived by using perturbation expansion. The dependence of the motion on the actuation amplitude and frequency is analyzed, and optimization with respect to the swimmer's geometry is conducted.

Aspiration of simple pelvic cysts during pregnancy

Traditional management of persistent ovarian cysts in pregnancy is explorative laparotomy at 16-20 weeks of gestation and resection of the tumor. Scheduling surgery to this time of pregnancy is accepted in order to prevent abortions that are common whenever surgery is done in the first trimester, without delaying treatment of ovarian tumors which harbor a malignant potential. In the following article we report of 10 cases where simple ovarian cysts diagnosed during pregnancy were successfully treated by sonographically guided cyst aspiration. This new approach is justified with no fear of missing a malignant ovarian tumor due to strict ultrasonic characteristics of benign cysts that include unilocular simple appearing cyst with no solid echogenic parts, septations or papillary structures. For 5 of the 10 women undergoing aspiration, this constituted the definitive treatment, while the remaining 5 were later operated. We conclude that aspiration of simple cysts during pregnancy is safe, may save surgical intervention and in some cases this will be the definitive treatment.

Indomethacin and corticosteroids: an additive constrictive effect on the fetal ductus arteriosus

The objective of this paper is to study the possible additive effect of corticosteroids to the known effect of indomethacin on potency of the human ductus arteriosus. Systolic and diastolic blood flow of the fetal ductus arteriosus was measured by echo Doppler at 26-32 weeks of gestation. Four groups of patients were studied according to the treatment they have received: group A (exposure to indomethacin and betamethasone); group B (indomethacin alone); group C (betamethasone); and group D (controls). Children in whom ductal constriction was noted in utero were followed by repeat cardiac echo Doppler examinations at the age of 1 to 2 years. In group A (indomethacin and betamethasone) fetal ductal constriction was significantly higher (p = 0.02) and occurred in 11 out of 15 fetuses (73.3%), compared with 5 out of 14 (37.2%) of the fetuses in group B (indomethacin alone). In group C (betamethasone) and D fetuses (no treatment), no significant ductal constriction was observed. Pathological tricuspid regurgitation and right ventricular dilation were found more frequently in fetuses from group A. No long-term sequella was noted in the infants in whom ductal constriction had been noted in utero. Corticosteroids and indomethacin have a synergistic effect on the frequency and severity of fetal ductus arteriosus constriction. In short-term treatment this effect is transient, and has no deleterious effects on fetal and neonatal cardiac function.

[Referrals to an emergency department--are there differences between self-referrals and referrals from general practitioners?]

The Israeli health system has been undergoing major changes in recent years. Considerations of cost containment have led sick funds to open new out-of-hours services in the community to reduce visits to hospital emergency departments. Referred and self-referred visits to our emergency department during a 1-month period were studied. Patients after trauma or whose visits resulted in hospitalization were excluded. Of the 505 encounters 56.3% were of women; the average age was 52.5 +/- 19.3 years (range 18-96). 57.4% visits were during working hours of primary care clinics ("working hours"), while the others were "out-of-hours" visits. Only 52.7% had a referral letter, 75% of them from the family physician. The quality of the handwriting in 46% was good, in 44% fair and the remaining 10% were illegible. A specific clinical question was asked in only 16% of the letters. A third of "working-hours" visits were self-referrals, rising to 64% in "out-of-hours" visits (p < 0.001). The most common diagnoses in discharge letters were: chest or abdominal pain, asthma, back pain, headache, nephrolithiasis and upper respiratory tract infection. The rate of self-referrals was relatively high throughout the day. Cost-containment efforts did not seem to eliminate self-referrals with "primary care" problems. The quality of referral letters should be improved both with regard to format and content.

Sonographically guided aspiration: an alternative therapy for tubo-ovarian abscess

Our objective was to evaluate the role of single-step ultrasound-guided aspiration in conjunction with intracavitary antibiotic instillation for the treatment of tubo-ovarian abscess. Ten women with the clinical and sonographic diagnosis of tubo-ovarian abscess, who failed to respond to systemic antibiotic therapy, were treated by ultrasound-guided aspiration of the abscess followed by intracavitary instillation of a combination of antibiotics. All ten women improved clinically and none required surgery. The mean time from aspiration to hospital discharge was 3.1 days with mean duration of hospitalization 7.8 days. No major complications were observed. The average time interval between aspiration of the lesion and resolution on sonographic follow-up was 9.5 weeks. In three cases, pelvic inflammatory disease recurred, but none needed surgical intervention. The average follow-up period of the patients was 12 months. One-step sonographically guided aspiration of tubo-ovarian abscess followed by intracavitary antibiotic instillation may serve as an easy and safe alternative therapy in patients in whom treatment with systemic antibiotics has failed.